Due to the occlusions, specularities and other factors, the information in different views is various. To extract discriminative features with rich context information, we use an atrous spatial pyramid pooling (ASPP) module to extract shallow features. It is demonstrated in [1]}, [2]} that the ASPP module is beneficial for extracting hierarchical features and can enlarge the receptive field.
